Stock Price Trends

Tennant Company (TNC)

Tennant Company designs, manufactures and markets floor cleaning equipment in America, Europe, the Middle East, Africa and Asia Pacific. The company is headquartered in Eden Prairie, Minnesota.

Stock Price Trends

Stock price trends estimated using linear regression.

Key facts

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 29.93% per annum.
  • TNC price at the close of April 29, 2025 was $72.89 and was inside the primary price channel.
  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 70.20% per annum.
  • TNC price at the close of April 29, 2025 was inside the secondary price channel.

Linear Regression Model

Model equation:
Yi = α + β × Xi + εi

Top border of price channel:
Exp(Yi) = Exp(a + b × Xi + 2 × s)

Bottom border of price channel:
Exp(Yi) = Exp(a + b × Xi – 2 × s)

where:

i - observation number
Yi - natural logarithm of TNC price
Xi - time index, 1 day interval
σ - standard deviation of εi
a - estimator of α
b - estimator of β
s - estimator of σ
Exp() - calculates the exponent of e


Primary Trend

Start date: February 26, 2024
End date: April 29, 2025

a = 6.1031

b = -0.0010

s = 0.0485

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0010) – 1
= -29.93%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0485) – 1
= 21.43%

February 26, 2024 calculations

Top border of price channel:

Exp(Y961)
= Exp(a + b × X961 + 2 × s)
= Exp(a + b × 1,397 + 2 × s)
= Exp(6.1031 + -0.0010 × 1,397 + 2 × 0.0485)
= Exp(4.8390)
= $126.34

Bottom border of price channel:

Exp(Y961)
= Exp(a + b × X961 – 2 × s)
= Exp(a + b × 1,397 – 2 × s)
= Exp(6.1031 + -0.0010 × 1,397 – 2 × 0.0485)
= Exp(4.6448)
= $104.04

April 29, 2025 calculations

Top border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(6.1031 + -0.0010 × 1,825 + 2 × 0.0485)
= Exp(4.4219)
= $83.26

Bottom border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(6.1031 + -0.0010 × 1,825 – 2 × 0.0485)
= Exp(4.2277)
= $68.56

Description

  • The primary trend is decreasing.
  • The decline rate of the primary trend is 29.93% per annum.
  • TNC price at the close of April 29, 2025 was $72.89 and was inside the primary price channel.

Secondary Trend

Start date: February 10, 2025
End date: April 29, 2025

a = 10.3036

b = -0.0033

s = 0.0348

Annual growth rate:

Exp(365 × b) – 1
= Exp(365 × -0.0033) – 1
= -70.20%

Price channel spread:

Exp(4 × s) – 1
= Exp(4 × 0.0348) – 1
= 14.93%

February 10, 2025 calculations

Top border of price channel:

Exp(Y1,201)
= Exp(a + b × X1,201 + 2 × s)
= Exp(a + b × 1,747 + 2 × s)
= Exp(10.3036 + -0.0033 × 1,747 + 2 × 0.0348)
= Exp(4.5786)
= $97.38

Bottom border of price channel:

Exp(Y1,201)
= Exp(a + b × X1,201 – 2 × s)
= Exp(a + b × 1,747 – 2 × s)
= Exp(10.3036 + -0.0033 × 1,747 – 2 × 0.0348)
= Exp(4.4395)
= $84.73

April 29, 2025 calculations

Top border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 + 2 × s)
= Exp(a + b × 1,825 + 2 × s)
= Exp(10.3036 + -0.0033 × 1,825 + 2 × 0.0348)
= Exp(4.3199)
= $75.18

Bottom border of price channel:

Exp(Y1,255)
= Exp(a + b × X1,255 – 2 × s)
= Exp(a + b × 1,825 – 2 × s)
= Exp(10.3036 + -0.0033 × 1,825 – 2 × 0.0348)
= Exp(4.1808)
= $65.42

Description

  • The secondary trend is decreasing.
  • The decline rate of the secondary trend is 70.20% per annum.
  • TNC price at the close of April 29, 2025 was inside the secondary price channel.